2 papers
cs.LG2025
Predicting Cognition from fMRI:A Comparative Study of Graph, Transformer, and Kernel Models Across Task and Rest Conditions
Jagruti Patel, Mikkel Schöttner, Thomas A. W. Bolton +1
Predicting cognition from neuroimaging data in healthy individuals offers insights into the neural mechanisms underlying cognitive abilities, with potential applications in precisi…
q-bio.NC2025
Comparing and Scaling fMRI Features for Brain-Behavior Prediction
Mikkel Schöttner Sieler, Thomas A. W. Bolton, Jagruti Patel +1
Predicting behavioral variables from neuroimaging modalities such as magnetic resonance imaging (MRI) has the potential to allow the development of neuroimaging biomarkers of menta…